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Source channel @githubtrending · Post #15433 · Jan 23

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG

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🦅 [ perspective ix ]

@perspectiveix · Post #1563 · 09/25/2018, 08:00 AM

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💰Gig Economy Workers Are Earning Half What They Did Five Years Ago More people are working for ride-sharing and delivery companies but on average they’re making less. On average, drivers who transport people (#Uber or #Lyft) or things (#UberEats or #Postmates) through an app made 53 percent less in 2017 than they did in 2013, according to a new study by the JPMorgan Chase Institute. The average monthly payments to those who worked for a transportation app in a given month declined to $783 from $1,469. Meanwhile, people working for leasing apps — #Airbnb, Turo, Parklee and other apps that let you rent assets like your home, car or parking space — saw their incomes from those platforms rise 69 percent to $1,736 on average. This is happening as online gig work has become more popular, thanks in large part to the growth in the number transportation jobs. 🚀@PerspectiveIX via Recode.

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